BOND May 2025 Trends – Artificial IntelligenceTrends – Artificial Intelligence (AI) May 30, 2025 Mary Meeker / Jay Simons / Daegwon Chae / Alexander Krey2 Context We set out to compile foundational foundational trends related to AI. A starting collection of several disparate datapoints turned into this beast. As soon as we updated one chart, we often had to update another – a data game of whack-a-mole… Consider now that AI user and usage trending is ramping materially faster…and the machines can outpace us. The pace and scope of change related to the artificial intelligence technology evolution

AI in the Enterprise Lessons from seven frontier companiesContents A new way to work 3 Executive summary 5 Seven lessons for enterprise AI adoption Start with evals 6 Embed AI into your products models 13 Get AI in the hands of experts 16 Unblock your developers 18 Set bold automation goals 21 Conclusion 22 More resources 24 2 AI in the EnterpriseA new way 
 to work As an AI research and do their best work with sophisticated, complex, interconnected workflows and systems. We’re seeing AI deliver significant, measurable improvements on three fronts: 01 Workforce performance Helping people

`University of Massachusetts Amherst Powered by AI:
 A Cambrian Explosion
 for C++ Software Development Tools Emery BergerCretaceous–Paleogene (K-Pg) extinction eventCretaceous–Paleogene (K-Pg) extinction ALLOCATED MEMORY USAGE GPU UTIL %, PEAK MEMORY (MB/s) MEMORY PYTHON NATIVE AI-powered optimizations!AI-powered optimizations... COMING SOON!evolveevolve profiler that suggests optimizationsevolve

Layers: A New Era for Scalable Analytics, Search, and AI v 1.1Table of Contents Introduction 1. The Interconnection of Analytics, Search, and AI 2. What is a Real-Time Unified Data Layer? 3. Why Do actions, and innovation, higher efficiency, cost savings, and revenue growth powered by data-driven intelligence. For example: FMCG & Manufacturing need real-time production dashboards and historical analytics experiences and ensure performance. 32. The Interconnection of Analytics, Search, and AI Analytics, search, and AI are deeply interconnected in how they process, interpret, and extract value from data

DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model DeepSeek-AI research@deepseek.com Abstract We present DeepSeek-V2, a strong Mixture-of-Experts (MoE) language model have undergone rapid development, offering a glimpse into the dawn of Artificial General Intelligence (AGI). In general, the intelligence of an LLM tends to improve as the number of parameters increases, allowing consisting of 8.1T tokens. Compared with the corpus used in DeepSeek 67B (our previous release) (DeepSeek-AI, 2024), this corpus features an extended amount of data, especially Chinese data, and higher data quality

Keras is an open source deep learning framework for python. It has been developed by an artificial intelligence researcher at Google named Francois Chollet. Leading organizations like Google, Square, ......................................................................................... 11 Artificial Neural Networks .............................................................................. becoming more popular in data science fields like robotics, artificial intelligence(AI), audio & video recognition and image recognition. Artificial neural network is the core of deep learning methodologies

significant human involvement, and for that reason can be expensive and slow. Many organizations and AI labs can only do limited data labeling because it is expensive. Moreover, the labelers need to be trained hamster] label! 2 A whale’s tail fins are called flukes. 1 Kaggle is a platform to learn and compete on AI problems. Figure 3-5: A mixed composite of a dog (30%) and a hamster (70%). The label assigned to not have enough data? Deep learning to the rescue!." Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 34. No. 05. 2020. TREC (Open Domain Questions) 6.6 2.8 45.0 WVA (Telco Customer

© 2023 Apex.AI, Inc. | All rights reserved. Apex.AI, Apex.OS, Apex.Grace, Apex.Ida, Apex.Alan, Apex.Ray are trademarks of Apex.AI. CppCon 2023 Building bridges: Leveraging C++ and ROS for simulators Divya Aggarwal October 5, 2023© 2023 Apex.AI, Inc. | All rights reserved. Apex.AI, Apex.OS, Apex.Grace, Apex.Ida, Apex.Alan, Apex.Ray are trademarks of Apex.AI. Need for Speed? Asphalt? GT? This is an driving simulator. 2 CppCon© 2023 Apex.AI, Inc. | All rights reserved. Apex.AI, Apex.OS, Apex.Grace, Apex.Ida, Apex.Alan, Apex.Ray are trademarks of Apex.AI. 3 Agenda 1. ROS and simulators 2. What

agents can deliver real business value—automating not just tasks, but entire workflows with intelligence 
 and adaptability. If you’re exploring agents for your organization or preparing for your first Enterprise OpenAI and Safety Developer Docs OpenAI is an AI research and deployment company. Our mission is to ensure that artificial general intelligence benefits all of humanity. 33 A practical guide to building

code_reportAbout Me •I’m a Sr Library Software Engineer for • Working on the RAPIDS AI team (http://rapids.ai) •I am a programming language enthusiast •I love algorithms and beautiful code •Organizer 25+ Years“probably the best introduction to computer science” Peter Norvig Author of Artificial Intelligence: A Modern Approach“one of the great classics of computer science” Paul Graham Founder